{"id":"W4401235925","doi":"10.1136/bmjpo-2024-esdppp.14","title":"15 Availability of neonatal specific data in labelling of commonly used anti-infective drugs: comparison among three regulatory agencies","year":2024,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Neonatal intensive care unit; Medicine; Medical prescription; Summary of Product Characteristics; Drug; Dosing; Population; Health care; Food and drug administration; Intensive care medicine; Pharmacology; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131944,0.0001389938,0.0005484269,0.00008364545,0.00003785858,0.00001559839,0.0002028812,0.00006662033,0.0005790532],"category_scores_gemma":[0.0001607671,0.0001067734,0.0000650908,0.0003784496,0.0003950057,0.0003088189,0.0003194908,0.0003681535,0.00001620804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005803939,"about_ca_system_score_gemma":0.00007187225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008305365,"about_ca_topic_score_gemma":0.001070381,"domain_scores_codex":[0.9984679,0.00008758177,0.0005467827,0.0003542558,0.00034774,0.0001957228],"domain_scores_gemma":[0.9980435,0.0011047,0.0001116566,0.0005912206,0.00007803957,0.0000709302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950823,0.0003100213,0.9745347,0.0008848765,0.0002770878,0.00002824149,0.002704647,0.00002231061,0.003389133,0.0007127455,0.002385678,0.01455551],"study_design_scores_gemma":[0.001279555,0.0002202947,0.9026292,0.000565919,0.0002639435,0.000005384096,0.006375022,0.02896441,0.02706922,0.0003470923,0.03204481,0.0002351189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800338,0.01256905,0.000409602,0.0003372806,0.0001824227,0.000349353,0.00006568251,0.00004717524,0.006005658],"genre_scores_gemma":[0.9987801,0.0005261789,0.0005152285,0.00002821952,0.00005433103,0.000002560384,0.00003377354,0.00001206751,0.00004755953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07190544,"threshold_uncertainty_score":0.6340227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139813549812989,"score_gpt":0.389764906992955,"score_spread":0.2499513571799659,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}